{"id":"W3097711156","doi":"10.1016/j.jhazmat.2020.124423","title":"Influence of Al(III) and Sb(V) on the transformation of ferrihydrite nanoparticles: Interaction among ferrihydrite, coprecipitated Al(III) and Sb(V)","year":2020,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China","keywords":"Ferrihydrite; X-ray photoelectron spectroscopy; Fourier transform infrared spectroscopy; Chemistry; Raman spectroscopy; Antimony; Spectroscopy; Nuclear chemistry; Inorganic chemistry; Chemical engineering; Physical chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006065138,0.000120123,0.0002802486,0.00005128869,0.00007181613,0.00005019819,0.0001125793,0.00004825652,0.0002970206],"category_scores_gemma":[0.0001153793,0.00008810778,0.00004213004,0.000114486,0.000198739,0.0007060046,0.00004111872,0.0001007937,0.000005833317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004393595,"about_ca_system_score_gemma":0.00001298424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001876271,"about_ca_topic_score_gemma":0.00004714014,"domain_scores_codex":[0.9985203,0.0001615108,0.0007502796,0.0001214406,0.0003290042,0.0001174853],"domain_scores_gemma":[0.9989697,0.0001113816,0.0006780555,0.00008622947,0.00006185854,0.00009281393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000279552,0.00003924683,0.001114782,0.00002850509,0.00002567291,0.000003610588,0.008959522,0.0009918651,0.9863442,0.0000880468,0.0004301676,0.00169486],"study_design_scores_gemma":[0.001431478,0.0006003018,0.10349,0.0002415031,0.00006005165,0.00005752056,0.002001249,0.001600439,0.8893217,0.0002374197,0.0008152376,0.0001431617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969829,0.00001898073,0.0001514095,0.002270311,0.00009518491,0.0002420149,0.00001459072,0.000008842604,0.0002157941],"genre_scores_gemma":[0.998921,0.0001333331,0.00005246331,0.0008412032,0.00001878416,0.000003870462,0.000003336349,0.000008742344,0.00001727198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023752,"threshold_uncertainty_score":0.3592931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116292516836853,"score_gpt":0.2318136358979714,"score_spread":0.220184384214286,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}